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Adversarial Black-Box Attacks On Text Classifiers Using Multi-Objective Genetic Optimization Guided By Deep Networks


Nov 10, 2020
Alex Mathai, Shreya Khare, Srikanth Tamilselvam, Senthil Mani


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Reducing Overlearning through Disentangled Representations by Suppressing Unknown Tasks


May 20, 2020
Naveen Panwar, Tarun Tater, Anush Sankaran, Senthil Mani

* Added appendix with additional results 

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Benchmarking Popular Classification Models' Robustness to Random and Targeted Corruptions


Jan 31, 2020
Utkarsh Desai, Srikanth Tamilselvam, Jassimran Kaur, Senthil Mani, Shreya Khare


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"You might also like this model": Data Driven Approach for Recommending Deep Learning Models for Unknown Image Datasets


Nov 26, 2019
Ameya Prabhu, Riddhiman Dasgupta, Anush Sankaran, Srikanth Tamilselvam, Senthil Mani

* NeurIPS 2019, New in ML Group 

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Coverage Testing of Deep Learning Models using Dataset Characterization


Nov 17, 2019
Senthil Mani, Anush Sankaran, Srikanth Tamilselvam, Akshay Sethi


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A Visual Programming Paradigm for Abstract Deep Learning Model Development


May 07, 2019
Srikanth Tamilselvam, Naveen Panwar, Shreya Khare, Rahul Aralikatte, Anush Sankaran, Senthil Mani


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Explaining Deep Learning Models using Causal Inference


Nov 11, 2018
Tanmayee Narendra, Anush Sankaran, Deepak Vijaykeerthy, Senthil Mani


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Adversarial Black-Box Attacks for Automatic Speech Recognition Systems Using Multi-Objective Genetic Optimization


Nov 04, 2018
Shreya Khare, Rahul Aralikatte, Senthil Mani

* Preprint. Work in progress 

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Sanskrit Sandhi Splitting using $\pmb{seq2(seq)^2}$


Aug 27, 2018
Rahul Aralikatte, Neelamadhav Gantayat, Naveen Panwar, Anush Sankaran, Senthil Mani

* Accepted in EMNLP 2018 

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Fault in your stars: An Analysis of Android App Reviews


Aug 11, 2018
Rahul Aralikatte, Giriprasad Sridhara, Neelamadhav Gantayat, Senthil Mani

* Accepted in CoDS-COMAD 2018. Preprint 

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